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CV background introduction

2022-06-23 18:57:00 Bachuan Xiaoxiaosheng

Machine vision is a narrow concept , Only applicable in the field of robotics
Computer vision is a broader concept , Including identifying search images on the Internet

application

  • Retrieve image
  • Image enhancement
  • Automatic detection
  • Medical imaging
  • Precision guidance
  • Weather forecast

It's about subjects

  • physiology 、 psychology
  • Computer
  • machine learning
  • sensor
  • The image processing
  • natural language processing
  • robot

The goal is

Bridging the semantic gap , Mapping from pixel matrix to semantics

Mission

  • Reconstruct 3D scene information
  • Get semantic information
    • object detection
    • Image segmentation
    • Image description
    • Image generation

Research progress

  • Animation industry
  • Map 3D modeling
  • Camera face tracking
  • Biometrics
  • Optical character recognition
  • Street View recognition
  • Sweeping robot
  • Visual search
  • Clothing identification
  • Google glasses
  • unmanned
  • The new retail
  • human-computer interaction
  • Augmented reality
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